vanzytay

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

detr

End-to-End Object Detection with Transformers

flax

Flax is a neural network library for JAX that is designed for flexibility.

model_search

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

adapter-transformers

Huggingface Transformers + Adapters = ❤️

hopfield-layers

Hopfield Networks is All You Need

mesh

Mesh TensorFlow: Model Parallelism Made Easier

wit

WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100+ languages.

KILT

Library for Knowledge Intensive Language Tasks

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

bigbird

Transformers for Longer Sequences

annotated-s4

Implementation of https://srush.github.io/annotated-s4

merlot

MERLOT: Multimodal Neural Script Knowledge Models

dynasent

DynaSent: Dynamic Sentiment Analysis Dataset

Synthesizer

A PyTorch implementation of the paper - "Synthesizer: Rethinking Self-Attention in Transformer Models"

VitaminC

Contrastive Fact Verification

mvae

Mixed-curvature Variational Autoencoders (ICLR 2020)

COGS

demix

DEMix Layers for Modular Language Modeling

omninet-pytorch

Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch

node

trecs_image_generation

IGAM_CVPR2020

Implementation for What it Thinks is Important is Important: Robustness Transfers through Input Gradients (CVPR 2020 Oral)

CARA_EMNLP2020

Implementation for Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder (EMNLP-Findings 2020)

CENG501-Spring2021

CENG501 Project Repositories

ConjNLI

[EMNLP 2020] Data and PyTorch code of ConjNLI: Natural Language Inference over Conjunctive Sentences

lra-igloo

ptr-constituency-parser